Publications
Explore my contributions to clinical research, data science, and military medicine through peer-reviewed publications and scholarly work. I have contributed to numerous advances in scientific knowledge through rigorous, data-driven statistical methodologies. Below, find a curated selection of my recent publications, sourced from Google Scholar, PubMed, and ORCID. My full CV is available here.
Selected Publications
Mason H Remondelli, Jay B Baker, Jonathan D Stallings, Jennifer M Gurney, Jeremy C Pamplin (2025). Data saves lives—the US Military must build a real-time combat casualty care data ecosystem for the future battlefield. Military Medicine, usaf392. Description: A real-time, automated combat casualty care data ecosystem—powered by passive data collection, edge computing, and AI-enabled decision support—is essential to maintain survivability and operational effectiveness in future large-scale combat operations where current manual, delayed documentation processes will no longer suffice.
Andrew Frock, Jeffrey T Robbins, Francisco G Vital-Lopez, Valmik Desai, Gheorghe Doros, Barry E Sands, Arunkumar Prabhakaran, Christopher Nemeth, Gregory T Rule, Jason L Sperry, others (2025). A Case Study of AI-Enabled Software as a Medical Device Cleared by the FDA for Assessing Hemorrhage Risk Index (APPRAISE-HRI) after Trauma. NEJM AI, 2(11), AIcs2401170. Description: APPRAISE-HRI—an FDA-cleared, AI-enabled clinical decision support tool—accurately stratifies hemorrhage risk in trauma patients using real-time vital signs, enabling earlier identification and triage of casualties who require urgent intervention.
Jennifer M Gurney, Jonathan D Stallings (2025). Saving Lives on the Battlefield with Data Requires Good Data: Introducing A Combat Casualty Care Data Lexicon Aligning with Levels of Warfare. Military Medicine, usaf507. Description: Combat Casualty Care (CCC) data saves lives, preserves combat power, and informs commanders. Each data set-tactical, operational, strategic-has different consumers and must be available to the end user based on battlefield capabilities. A common lexicon and framework for CCC data supports interoperability on the battlefield.
Jonathan D Stallings, Srinivas Laxminarayan, Chenggang Yu, Adam Kapela, Andrew Frock, Andrew P Cap, Andrew T Reisner, Jaques Reifman (2023). APPRAISE-HRI: an artificial intelligence algorithm for triage of hemorrhage casualties. Shock, 60(2), 199–205. Description: Developed an AI-based algorithm (APPRAISE-HRI) using vital signs to stratify hemorrhage risk in trauma patients, enhancing triage decision-making in military and civilian settings. This technology was later FDA-cleared as the first AI software for Hemorrhage Triage of Combat Casualties.
Andrew D Fisher, Jonathan D Stallings, Steven G Schauer, Brock A Graham, Caryn A Stern, Andrew P Cap, Jennifer M Gurney, Stacy A Shackelford (2024). A safety and feasibility analysis on the use of cold-stored platelets in combat trauma. Journal of Trauma and Acute Care Surgery, 97(2S), S91–S97. Description: Evaluated the safety of cold-stored platelets in combat trauma, supporting their logistical feasibility for military damage-control resuscitation strategies. This product was FDA-approved in 2015, and our study is one of the first to investigate its use in down-range settings.
Julie A Rizzo, Nehemiah T Liu, Elsa C Coates, Maria L Serio-Melvin, James K Aden, Jonathan D Stallings, Kevin N Foster, Kareem R AbdelFattah, Tam N Pham, Jose Salinas (2023). The Battle of the Titans—Comparing Resuscitation Between Five Major Burn Centers Using the Burn Navigator. Journal of Burn Care & Research, 44(2), 446–451. Description: Analyzed fluid resuscitation across major burn centers using the Burn Navigator, demonstrating effective titration and low complication rates in burn care.
View Full CV and Publication Lists
Google Scholar Profile – Comprehensive list of citations and metrics.
PubMed Search – Peer-reviewed medical publications.
ORCID Profile – Standardized record of scholarly contributions.
CV - Curriculum Vitae
My publications advance trauma care, military medicine, and clinical research through innovative data science and statistical methodologies. From AI-driven triage to optimized resuscitation, my work informs practice and saves lives. Contact me to collaborate or learn more about my research.